---
type: InsightHub
name: Trust and commerce data
id: "https://selfe.ai/insights/trust-and-commerce-data"
url: "https://selfe.ai/insights/trust-and-commerce-data"
publisher: "did:web:selfe.ai"
description: The information an agent can rely on when a recommendation becomes a commercial decision.
---

# Checking is believing.

> What AI can rely on.

A fact is only as good as where it came from.

## Start here

- [What makes information safe enough for an agent to act on?](https://selfe.ai/insights/trust-and-commerce-data/what-makes-information-safe-enough) — An agent should not turn a confident sentence into a commercial promise. Information becomes actionable when its source, scope, timing and next permitted use are clear.

## Featured

- [What an AI agent checks before it trusts you.](https://selfe.ai/insights/trust-and-commerce-data/what-an-ai-agent-checks-before-it-trusts-you) — Trusting a business is not one decision an AI agent makes once, it is four smaller checks made every time: where a fact comes from, what it applies to, how current it is, and what happens when one of those is missing.
- [The agent does not have a favourite.](https://selfe.ai/insights/trust-and-commerce-data/the-agent-does-not-have-a-favourite) — A shopper who has bought from the same brand for years reaches for it out of habit. An AI agent checking the same purchase has no habit to reach for, so a small business competing against a household name starts the comparison exactly level.

## More in this hub

- [Why a five-star review isn't evidence an agent can use.](https://selfe.ai/insights/trust-and-commerce-data/why-a-five-star-review-isnt-evidence-an-agent-can-use) — A five-star rating tells an AI agent that other people were happy, which is a real signal, but it is not the kind of fact an agent can act on the way it can act on a stated return window or a confirmed size.
- [What "verified" actually means, source by source.](https://selfe.ai/insights/trust-and-commerce-data/what-verified-actually-means-source-by-source) — "Verified" gets printed on all kinds of listings as if it were one fixed guarantee, but it can mean three very different things depending on where the fact came from, and an AI agent needs to know which kind it is looking at.
- [What happens when your data disagrees with itself.](https://selfe.ai/insights/trust-and-commerce-data/what-happens-when-your-data-disagrees-with-itself) — A product can be in stock on the website, sold out on the warehouse system, and back-ordered on the marketplace listing, all at the same moment, and an AI agent checking any one of the three has no way to know it is only getting a third of the picture.
- [Trust for DMOs: what it means to vouch for someone else's business.](https://selfe.ai/insights/trust-and-commerce-data/trust-for-dmos-what-it-means-to-vouch-for-someone-elses-business) — A destination marketing organisation is not the source of any single business's facts, it is a curator standing between hundreds of them and an AI agent, and that middle position changes what "trust" has to mean.

## Act on this

- [Check whether an agent can buy from you](https://selfe.ai/agentic-commerce/buyability-check) — the free readiness scan.
- [Discover venues](https://selfe.ai/api/registry/discover) — `POST`, semantic browse across the registry.
- [Match a bookable answer](https://selfe.ai/api/registry/match) — `POST` with dates and party size.
- [Verify Selfe's identity](https://selfe.ai/.well-known/did.json) — `did:web:selfe.ai`.
- [Agent card](https://selfe.ai/.well-known/agent-card.json) — how to connect over A2A or MCP.